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What is IBM Watson OpenScale?

IBM Watson OpenScale is a powerful enterprise framework tailored for AI-centric applications, providing organizations with valuable insights into AI development and its practical applications, as well as the potential for maximizing return on investment. This platform empowers businesses to create and deploy dependable AI solutions within their chosen integrated development environment (IDE), thereby enhancing their operational efficiency and providing support teams with critical data insights that highlight the influence of AI on their business performance. By collecting payload data and deployment outcomes, users can comprehensively track the health of their applications via detailed operational dashboards, receive timely notifications, and utilize an open data warehouse for customized reporting. Moreover, it possesses the functionality to automatically detect when AI systems yield incorrect results during operation, adhering to fairness guidelines set by the organization. It also plays a significant role in mitigating bias by suggesting new data for model training, which fosters a more inclusive AI development process. In addition to creating effective AI solutions, IBM Watson OpenScale ensures ongoing optimization for both accuracy and fairness, reinforcing its commitment to responsible AI practices. Ultimately, this platform not only enhances the reliability of AI applications but also promotes transparency and accountability in AI usage across various sectors.

What is AlxBlock?

AIxBlock is an all-encompassing platform for artificial intelligence that leverages blockchain technology to efficiently harness excess computing power from Bitcoin miners and unused consumer GPUs globally. At the core of our platform is a hybrid distributed machine learning technique that facilitates simultaneous training across multiple nodes. We employ the innovative DeepSpeed-TED algorithm, which integrates data, tensor, and expert parallelism in a three-dimensional hybrid system. This cutting-edge method allows us to train Mixture of Experts (MoE) models that are significantly larger, ranging from four to eight times the capacity of the best solutions currently available. Furthermore, the platform is built to autonomously detect and integrate new compatible computing resources from the marketplace into the existing training node cluster, effectively distributing the machine learning model training across an almost limitless pool of computational power. This automated and adaptive mechanism leads to the creation of decentralized supercomputers, greatly amplifying the potential for breakthroughs in AI technology. Moreover, our system's scalability guarantees that as additional resources emerge, the training capabilities will grow in parallel, fostering ongoing innovation and enhancing efficiency in AI research and development. Ultimately, AIxBlock positions itself as a transformative force in the field of artificial intelligence.

Media

Media

Integrations Supported

Docker
Jupyter Notebook
Kubernetes

Integrations Supported

Docker
Jupyter Notebook
Kubernetes

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$50 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

IBM

Date Founded

1911

Company Location

United States

Company Website

cloud.ibm.com/catalog/services/watson-openscale

Company Facts

Organization Name

AlxBlock

Company Location

United States

Company Website

aixblock.org

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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